LASER Institute Badges

LASER Badges

Orientation

Reproducible Research

Foundational Skills

1. Data Sources in Learning Analytics

2. The Learning Analytics Workflow

3. Data Visualization

4. Data Products

Text Mining

1. Text Mining Basics

2. Dictionary Methods

3. Topic Modeling

4. Text Classification

Social Network Analysis

1. Introduction to Social Network Analysis

2. Network Measurement

3. Group & Egos

4. Models & Inference

Machine Learning

1. Prediction

2. Feature Engineering

3. Model Tuning

4. Unsupervised Methods

Scholar Accountability

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